Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-19 0.240740 0.268989 0.300493 0.338478 0.383364 0.435129 0.499949
2025-01-26 0.203974 0.243640 0.292265 0.357403 0.444202 0.558672 0.726083
2025-02-02 0.187242 0.235318 0.298770 0.391447 0.528532 0.733276 1.083287
2025-02-09 0.171462 0.223876 0.297082 0.411641 0.596562 0.904981 1.517337
2025-02-16 0.157869 0.212487 0.292341 0.424714 0.655248 1.080631 2.059596
2025-02-23 0.144275 0.198798 0.281415 0.424854 0.690922 1.226991 2.643127
2025-03-02 0.128326 0.179519 0.258922 0.401084 0.676379 1.266640 2.996167
2025-03-09 0.117937 0.167586 0.246482 0.392404 0.688424 1.368718 3.621062
2025-03-16 0.109520 0.157848 0.236364 0.386031 0.703339 1.483900 4.419405
2025-03-23 0.104246 0.152595 0.233088 0.391799 0.745735 1.689739 5.866759
2025-03-30 0.096241 0.142143 0.219655 0.375557 0.733942 1.738909 6.690926
2025-04-06 0.088746 0.131986 0.205816 0.356652 0.711880 1.749478 7.355249
2025-04-13 0.082287 0.123418 0.194602 0.342865 0.702734 1.810103 8.581820
2025-04-20 0.080737 0.123172 0.198651 0.362221 0.785297 2.244539 14.297344
2025-04-27 0.080942 0.125980 0.208737 0.396931 0.924176 3.043200 31.504124
2025-05-04 0.079386 0.125474 0.212325 0.417524 1.031413 3.854321 69.330932
2025-05-11 0.077178 0.123562 0.212855 0.430857 1.122012 4.729774 170.146017
2025-05-18 0.073948 0.119480 0.208478 0.430999 1.167618 5.415448 410.930761
2025-05-25 0.068897 0.111622 0.195511 0.406762 1.115304 5.330785 541.868367
2025-06-01 0.065541 0.106808 0.188634 0.397914 1.120374 5.731725 1329.034044
2025-06-08 0.062642 0.102696 0.182920 0.391418 1.133260 6.243795 5749.084933
2025-06-15 0.060922 0.100757 0.181737 0.397298 1.200282 7.446696 NaN
2025-06-22 0.057654 0.095597 0.173067 0.380745 1.165058 7.501059 NaN